排名Rank 名次区间Rank Range 模型Model 投票数Votes 精确分 & 区间Float Score & CI 方差Variance 价格 ($/1M)Price ($/1M) 上下文Context
🥇 1 - 1
kimi-k3
月之暗面 · Proprietary
1643±33.0Preliminary
444 votes 1643.000 [1610.0, 1676.0] 0.00 · 稳定Stable $3 / $15 1M
🥈 2 - 4
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1582±22.0
822 votes 1582.000 [1560.0, 1604.0] 2.00 · 稳定Stable $5 / $30 1.1M
🥉 2 - 7
claude-fable-5
Anthropic · Proprietary
1581±27.0
546 votes 1581.000 [1554.0, 1608.0] 5.00 · 波动Unstable $10 / $50 1M
4 2 - 9
glm-5.2 (max)
智谱 ZAI · MIT
1562±17.0
1.4K votes 1562.000 [1545.0, 1579.0] 7.00 · 波动Unstable $1.40 / $4.40 1M
5 4 - 15
claude-opus-4-7-thinking
Anthropic · Proprietary
1541±11.0
3.1K votes 1541.000 [1530.0, 1552.0] 11.00 · 波动Unstable $5 / $25 1M
6 3 - 15
claude-opus-4-8-thinking
Anthropic · Proprietary
1541±14.0
2.4K votes 1541.000 [1527.0, 1555.0] 12.00 · 不稳Volatile $5 / $25 1M
7 4 - 17
claude-opus-4-7
Anthropic · Proprietary
1537±12.0
2.9K votes 1537.000 [1525.0, 1549.0] 13.00 · 不稳Volatile $5 / $25 1M
8 3 - 19
grok-4.5
SpaceXAI · Proprietary
1535±23.0
689 votes 1535.000 [1512.0, 1558.0] 16.00 · 不稳Volatile $2 / $6 500K
9 3 - 19
muse-spark-1.1
Meta · Proprietary
1533±24.0Preliminary
645 votes 1533.000 [1509.0, 1557.0] 16.00 · 不稳Volatile $1.25 / $4.25 N/A
10 5 - 18
claude-opus-4-6-thinking
Anthropic · Proprietary
1529±10.0
3.7K votes 1529.000 [1519.0, 1539.0] 13.00 · 不稳Volatile $5 / $25 1M
11 5 - 18
claude-opus-4-8
Anthropic · Proprietary
1528±15.0
1.6K votes 1528.000 [1513.0, 1543.0] 13.00 · 不稳Volatile $5 / $25 1M
12 5 - 18
claude-opus-4-6
Anthropic · Proprietary
1526±10.0
3.9K votes 1526.000 [1516.0, 1536.0] 13.00 · 不稳Volatile $5 / $25 1M
13 5 - 18
claude-sonnet-4-6
Anthropic · Proprietary
1525±10.0
4.7K votes 1525.000 [1515.0, 1535.0] 13.00 · 不稳Volatile $3 / $15 1M
14 5 - 21
seed-2.1-pro-preview
字节跳动 · Proprietary
1521±19.0Preliminary
1.0K votes 1521.000 [1502.0, 1540.0] 16.00 · 不稳Volatile N/A N/A
15 5 - 21
glm-5.1
智谱 ZAI · MIT
1515±15.0
1.7K votes 1515.000 [1500.0, 1530.0] 16.00 · 不稳Volatile $1.40 / $4.40 202.8K
16 7 - 21
kimi-k2.6
月之暗面 · Modified MIT
1515±12.0
2.9K votes 1515.000 [1503.0, 1527.0] 14.00 · 不稳Volatile $0.95 / $4 262.1K
17 7 - 23
claude-sonnet-5-high
Anthropic · Proprietary
1504±23.0
678 votes 1504.000 [1481.0, 1527.0] 16.00 · 不稳Volatile $2 / $10 1M
18 12 - 22
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1499±14.0Preliminary
2.0K votes 1499.000 [1485.0, 1513.0] 10.00 · 波动Unstable $1.48 / $4.42 1M
19 8 - 27
gemini-3.5-flash
Google · Proprietary
1498±24.0
685 votes 1498.000 [1474.0, 1522.0] 19.00 · 不稳Volatile $1.50 / $9 1M
20 14 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±12.0
3.2K votes 1497.000 [1485.0, 1509.0] 8.00 · 波动Unstable $5 / $25 200K
21 14 - 24
minimax-m3
MiniMax · MiniMax Community License
1493±15.0
1.8K votes 1493.000 [1478.0, 1508.0] 10.00 · 波动Unstable $0.60 / $2.40 N/A
22 17 - 38
qwen3.6-max-preview
阿里巴巴 · Proprietary
1473±22.0
798 votes 1473.000 [1451.0, 1495.0] 21.00 · 不稳Volatile $1.04 / $6.24 262.1K
23 20 - 36
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1468±12.0
2.6K votes 1468.000 [1456.0, 1480.0] 16.00 · 不稳Volatile $5 / $30 N/A
24 21 - 36
mimo-v2.5-pro
小米 · MIT
1467±12.0
2.8K votes 1467.000 [1455.0, 1479.0] 15.00 · 不稳Volatile $0.43 / $0.87 1M
25 21 - 36
deepseek-v4-pro-thinking
DeepSeek · MIT
1466±12.0
2.6K votes 1466.000 [1454.0, 1478.0] 15.00 · 不稳Volatile $0.43 / $0.87 1M
26 19 - 41
kimi-k2.7-code
月之暗面 · Modified MIT
1465±18.0
1.2K votes 1465.000 [1447.0, 1483.0] 22.00 · 不稳Volatile $0.82 / $3.75 262.1K
27 21 - 41
gemini-3.5-flash-medium
Google · Proprietary
1462±16.0
1.4K votes 1462.000 [1446.0, 1478.0] 20.00 · 不稳Volatile $1.50 / $9 1M
28 22 - 41
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1458±11.0
3.6K votes 1458.000 [1447.0, 1469.0] 19.00 · 不稳Volatile N/A N/A
29 22 - 41
claude-opus-4-5-20251101
Anthropic · Proprietary
1457±11.0
3.9K votes 1457.000 [1446.0, 1468.0] 19.00 · 不稳Volatile $5 / $25 200K
30 22 - 41
qwen3.6-plus
阿里巴巴 · Proprietary
1455±10.0
3.9K votes 1455.000 [1445.0, 1465.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
31 22 - 44
glm-4.7
智谱 ZAI · MIT
1450±19.0
1.1K votes 1450.000 [1431.0, 1469.0] 22.00 · 不稳Volatile $0.40 / $1.75 202.8K
32 22 - 43
deepseek-v4-pro
DeepSeek · MIT
1446±12.0
3.2K votes 1446.000 [1434.0, 1458.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
33 25 - 44
kimi-k2.5-thinking
月之暗面 · Modified MIT
1442±10.0
4.0K votes 1442.000 [1432.0, 1452.0] 19.00 · 不稳Volatile $0.60 / $3 N/A
34 22 - 51
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1442±30.0
432 votes 1442.000 [1412.0, 1472.0] 29.00 · 不稳Volatile $2.50 / $15 1.1M
35 25 - 44
mimo-v2.5
小米 · MIT
1440±12.0
2.6K votes 1440.000 [1428.0, 1452.0] 19.00 · 不稳Volatile $0.14 / $0.28 1M
36 26 - 46
gemini-3-flash
Google · Proprietary
1436±12.0
3.2K votes 1436.000 [1424.0, 1448.0] 20.00 · 不稳Volatile $0.50 / $3 1M
37 22 - 56
glm-5v-turbo
智谱 ZAI · Proprietary
1436±37.0
266 votes 1436.000 [1399.0, 1473.0] 34.00 · 不稳Volatile $1.20 / $4 202.8K
38 26 - 46
glm-5
智谱 ZAI · MIT
1436±14.0
1.9K votes 1436.000 [1422.0, 1450.0] 20.00 · 不稳Volatile $1 / $3.20 202.8K
39 26 - 47
mimo-v2-pro
小米 · Proprietary
1435±14.0
2.0K votes 1435.000 [1421.0, 1449.0] 21.00 · 不稳Volatile $1 / $3 1M
40 22 - 52
inkling
Thinky · Apache 2.0
1434±28.0
448 votes 1434.000 [1406.0, 1462.0] 30.00 · 不稳Volatile $1 / $4.05 1M
41 31 - 47
gemini-3-pro
Google · Proprietary
1433±12.0
4.0K votes 1433.000 [1421.0, 1445.0] 16.00 · 不稳Volatile $2 / $12 1M
42 31 - 47
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1428±12.0
2.8K votes 1428.000 [1416.0, 1440.0] 16.00 · 不稳Volatile N/A N/A
43 22 - 56
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1427±29.0
420 votes 1427.000 [1398.0, 1456.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
44 32 - 47
gemini-3.1-pro-preview
Google · Proprietary
1425±9.0
5.6K votes 1425.000 [1416.0, 1434.0] 15.00 · 不稳Volatile $2 / $12 1M
45 41 - 60
minimax-m2.7
MiniMax · Modified MIT
1401±11.0
2.9K votes 1401.000 [1390.0, 1412.0] 19.00 · 不稳Volatile $0.25 / $1 204.8K
46 41 - 61
minimax-m2.1-preview
MiniMax · MIT
1400±14.0
2.2K votes 1400.000 [1386.0, 1414.0] 20.00 · 不稳Volatile $0.30 / $1.20 204.8K
47 37 - 67
gpt-5-medium
OpenAI · Proprietary
1397±24.0
719 votes 1397.000 [1373.0, 1421.0] 30.00 · 不稳Volatile $1.25 / $10 400K
48 41 - 66
gpt-5.1-medium
OpenAI · Proprietary
1396±18.0
1.3K votes 1396.000 [1378.0, 1414.0] 25.00 · 不稳Volatile $1.25 / $10 400K
49 41 - 67
kimi-k2.5-instant
月之暗面 · Modified MIT
1395±21.0
885 votes 1395.000 [1374.0, 1416.0] 26.00 · 不稳Volatile $0.57 / $2.85 262.1K
50 43 - 63
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±9.0
4.3K votes 1392.000 [1383.0, 1401.0] 20.00 · 不稳Volatile $0.39 / $2.34 262.1K
51 43 - 64
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±12.0
3.5K votes 1391.000 [1379.0, 1403.0] 21.00 · 不稳Volatile $3 / $15 200K
52 35 - 71
gpt-5.2
OpenAI · Proprietary
1391±35.0
312 votes 1391.000 [1356.0, 1426.0] 36.00 · 不稳Volatile $1.75 / $14 400K
53 43 - 64
gpt-5.4-mini-high
OpenAI · Proprietary
1390±11.0
2.9K votes 1390.000 [1379.0, 1401.0] 21.00 · 不稳Volatile $0.75 / $4.50 400K
54 35 - 71
gpt-5.4
OpenAI · Proprietary
1390±35.0
303 votes 1390.000 [1355.0, 1425.0] 36.00 · 不稳Volatile $2.50 / $15 1.1M
55 42 - 68
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1388±22.0
827 votes 1388.000 [1366.0, 1410.0] 26.00 · 不稳Volatile $1.75 / $14 400K
56 45 - 66
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±11.0
4.3K votes 1386.000 [1375.0, 1397.0] 21.00 · 不稳Volatile $3 / $15 200K
57 45 - 67
gemini-3-flash (thinking-minimal)
Google · Proprietary
1382±8.0
5.9K votes 1382.000 [1374.0, 1390.0] 22.00 · 不稳Volatile $0.50 / $3 1M
58 43 - 70
laguna-m.1
Poolside · Apache 2.0
1382±19.0
1.1K votes 1382.000 [1363.0, 1401.0] 27.00 · 不稳Volatile $0.20 / $0.40 262.1K
59 45 - 70
deepseek-v3.2-thinking
DeepSeek · MIT
1378±14.0
1.9K votes 1378.000 [1364.0, 1392.0] 25.00 · 不稳Volatile $0.27 / $0.40 163.8K
60 45 - 70
claude-opus-4-1-20250805
Anthropic · Proprietary
1375±15.0
1.8K votes 1375.000 [1360.0, 1390.0] 25.00 · 不稳Volatile $15 / $75 200K
61 46 - 71
gemma-4-31b
Google · Apache 2.0
1372±16.0
1.5K votes 1372.000 [1356.0, 1388.0] 25.00 · 不稳Volatile $0.14 / $0.40 262.1K
62 47 - 71
minimax-m2.5
MiniMax · Modified MIT
1370±13.0
2.1K votes 1370.000 [1357.0, 1383.0] 24.00 · 不稳Volatile $0.15 / $0.90 204.8K
63 50 - 71
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1369±10.0
4.2K votes 1369.000 [1359.0, 1379.0] 21.00 · 不稳Volatile $2 / $6 2M
64 47 - 73
glm-4.6
智谱 ZAI · MIT
1367±16.0
1.8K votes 1367.000 [1351.0, 1383.0] 26.00 · 不稳Volatile $0.50 / $2 202.8K
65 50 - 72
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1366±12.0
2.4K votes 1366.000 [1354.0, 1378.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
66 52 - 73
qwen3.5-27b
阿里巴巴 · Apache 2.0
1362±13.0
2.2K votes 1362.000 [1349.0, 1375.0] 21.00 · 不稳Volatile $0.26 / $2.60 262.1K
67 56 - 75
grok-4.3
SpaceXAI · Proprietary
1353±12.0
2.6K votes 1353.000 [1341.0, 1365.0] 19.00 · 不稳Volatile $1.25 / $2.50 1M
68 55 - 80
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1352±19.0
1.1K votes 1352.000 [1333.0, 1371.0] 25.00 · 不稳Volatile $1.75 / $14 400K
69 48 - 82
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1349±31.0
400 votes 1349.000 [1318.0, 1380.0] 34.00 · 不稳Volatile N/A N/A
70 59 - 80
deepseek-v3.2
DeepSeek · MIT
1347±12.0
2.6K votes 1347.000 [1335.0, 1359.0] 21.00 · 不稳Volatile $0.27 / $0.40 163.8K
71 64 - 80
gpt-5.2-codex
OpenAI · Proprietary
1340±14.0
2.1K votes 1340.000 [1326.0, 1354.0] 16.00 · 不稳Volatile $1.75 / $14 400K
72 56 - 82
gemma-4-26b-a4b
Google · Apache 2.0
1337±29.0
444 votes 1337.000 [1308.0, 1366.0] 26.00 · 不稳Volatile N/A N/A
73 65 - 82
gpt-5.1-codex
OpenAI · Proprietary
1336±17.0
1.4K votes 1336.000 [1319.0, 1353.0] 17.00 · 不稳Volatile $1.25 / $10 400K
74 67 - 80
gpt-5.1
OpenAI · Proprietary
1335±12.0
3.0K votes 1335.000 [1323.0, 1347.0] 13.00 · 不稳Volatile $1.25 / $10 400K
75 67 - 82
mimo-v2-flash (non-thinking)
小米 · MIT
1332±15.0
1.7K votes 1332.000 [1317.0, 1347.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
76 68 - 80
claude-haiku-4-5-20251001
Anthropic · Proprietary
1330±8.0
6.8K votes 1330.000 [1322.0, 1338.0] 12.00 · 不稳Volatile $1 / $5 200K
77 68 - 82
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1325±11.0
3.7K votes 1325.000 [1314.0, 1336.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
78 68 - 83
minimax-m2
MiniMax · Apache 2.0
1322±16.0
1.8K votes 1322.000 [1306.0, 1338.0] 15.00 · 不稳Volatile $0.30 / $1.20 204.8K
79 68 - 84
laguna-xs.2
Poolside · Apache 2.0
1318±21.0
977 votes 1318.000 [1297.0, 1339.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
80 68 - 86
mimo-v2-flash (thinking)
小米 · MIT
1312±26.0
543 votes 1312.000 [1286.0, 1338.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
81 73 - 87
deepseek-v3.2-exp
DeepSeek · MIT
1298±21.0
924 votes 1298.000 [1277.0, 1319.0] 14.00 · 不稳Volatile $0.27 / $0.41 163.8K
82 79 - 87
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1288±11.0
3.6K votes 1288.000 [1277.0, 1299.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
83 73 - 89
KAT-Coder-Pro-V1
· Proprietary
1288±33.0
348 votes 1288.000 [1255.0, 1321.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
84 78 - 89
mistral-medium-3.5
Mistral · Modified MIT
1282±26.0
630 votes 1282.000 [1256.0, 1308.0] 11.00 · 波动Unstable $1.50 / $7.50 262.1K
85 80 - 93
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1265±28.0
488 votes 1265.000 [1237.0, 1293.0] 13.00 · 不稳Volatile $0.14 / $1 262.1K
86 80 - 95
trinity-large-thinking
· Apache 2.0
1251±35.0
367 votes 1251.000 [1216.0, 1286.0] 15.00 · 不稳Volatile $0.25 / $0.80 262.1K
87 83 - 93
gemini-3.1-flash-lite-preview
Google · Proprietary
1250±11.0
3.9K votes 1250.000 [1239.0, 1261.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
88 81 - 96
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±37.0
288 votes 1244.000 [1207.0, 1281.0] 15.00 · 不稳Volatile $0.25 / $2 400K
89 83 - 94
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1242±16.0
1.7K votes 1242.000 [1226.0, 1258.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
90 85 - 97
devstral-2
Mistral · Modified MIT
1216±31.0
455 votes 1216.000 [1185.0, 1247.0] 12.00 · 不稳Volatile N/A N/A
91 85 - 98
qwen3.5-flash
阿里巴巴 · Proprietary
1212±31.0
405 votes 1212.000 [1181.0, 1243.0] 13.00 · 不稳Volatile N/A N/A
92 85 - 98
mistral-large-3
Mistral · Apache 2.0
1208±44.0
226 votes 1208.000 [1164.0, 1252.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
93 85 - 98
grok-4.1-thinking
SpaceXAI · Proprietary
1207±41.0
257 votes 1207.000 [1166.0, 1248.0] 13.00 · 不稳Volatile N/A N/A
94 88 - 98
gemini-2.5-pro
Google · Proprietary
1198±25.0
684 votes 1198.000 [1173.0, 1223.0] 10.00 · 波动Unstable $1.25 / $10 1M
95 87 - 98
granite-4.1-8b
IBM · Apache 2.0
1198±31.0
513 votes 1198.000 [1167.0, 1229.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
96 89 - 98
grok-code-fast-1
SpaceXAI · Proprietary
1170±45.0
202 votes 1170.000 [1125.0, 1215.0] 9.00 · 波动Unstable $0.20 / $1.50 N/A
97 90 - 98
grok-4-fast-reasoning
SpaceXAI · Proprietary
1147±46.0
230 votes 1147.000 [1101.0, 1193.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
98 91 - 98
mercury-2
Inception AI · Proprietary
1143±41.0
305 votes 1143.000 [1102.0, 1184.0] 7.00 · 波动Unstable $0.25 / $0.75 128K
99 99 - 99
devstral-medium-2507
Mistral · Proprietary
1023±63.0
172 votes 1023.000 [960.0, 1086.0] 0.00 · 稳定Stable $0.40 / $2 128K
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